RoMem uses a Semantic Speed Gate to assign volatility to relations and continuous phase rotation to shadow obsolete facts in complex space, delivering SOTA temporal KG completion and 2-3x gains on agentic memory benchmarks.
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Time is Not a Label: Continuous Phase Rotation for Temporal Knowledge Graphs and Agentic Memory
RoMem uses a Semantic Speed Gate to assign volatility to relations and continuous phase rotation to shadow obsolete facts in complex space, delivering SOTA temporal KG completion and 2-3x gains on agentic memory benchmarks.